Mario Mezzanzanica

86 papers A* 10B 4C 7Misc 2Journal 29Unranked 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
Lost in Alignment: A Survey on Cross-Lingual Alignment Methods for Contextualized Representation.
ACM Comput. Surv.
Filippo Pallucchini, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2026 — conf
SkiLLens: Recognising and Mapping Novel Skills from Millions of Job Ads Across Europe Using Language Models.
EACL (Industry Track)
Alessia De Santo, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
2026 J jnl
VEUCTOR: Training and selecting best vector space models from online job ads for European countries.
Inf. Sci.
Emilio Colombo, Simone D'Amico, Fabio Mercorio, Mario Mezzanzanica
2025 — conf
A Benchmark to Evaluate LLMs' Proficiency on Italian Student Competencies.
ECML/PKDD (8)
Fabio Mercorio, Mario Mezzanzanica, Daniele Potertì, Antonio Serino, Andrea Seveso
2025 — conf
ITALIC: An Italian Culture-Aware Natural Language Benchmark.
NAACL (Long Papers)
Andrea Seveso, Daniele Potertì, Edoardo Federici, Mario Mezzanzanica, Fabio Mercorio
2025 — conf
RE-FIN: Retrieval-based Enrichment for Financial data.
COLING (Industry)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Filippo Pallucchini
2025 J jnl
SeNSe: embedding alignment via semantic anchors selection.
Int. J. Data Sci. Anal.
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Filippo Pallucchini
2025 Misc conf
Taxonomy Expansion through Collaborative LLM Mapping.
SAC
Simone D'Amico, Alessia De Santo, Mario Mezzanzanica, Fabio Mercorio
2025 A* conf
Towards the Terminator Economy: Assessing Job Exposure to AI Through LLMs.
IJCAI
Emilio Colombo, Fabio Mercorio, Mario Mezzanzanica, Antonio Serino
2024 J jnl
A Fistful of Vectors: A Tool for Intrinsic Evaluation of Word Embeddings.
Cogn. Comput.
Roberto Ascari, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2024 B conf
Alignment of Multilingual Embeddings to Estimate Job Similarities in Online Labour Market.
DSAA
Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Filippo Pallucchini
2024 J jnl
Disce aut Deficere: Evaluating LLMs Proficiency on the INVALSI Italian Benchmark.
CoRR
Fabio Mercorio, Mario Mezzanzanica, Daniele Potertì, Antonio Serino, Andrea Seveso
2024 B conf
Enriching Skill Taxonomies through Vector Space Models.
IEEE Big Data
Simone D'Amico, Alessia De Santo, Fabio Mercorio, Mario Mezzanzanica
2024 J jnl
Model-contrastive explanations through symbolic reasoning.
Decis. Support Syst.
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2024 J jnl
Towards the Terminator Economy: Assessing Job Exposure to AI through LLMs.
CoRR
Emilio Colombo, Fabio Mercorio, Mario Mezzanzanica, Antonio Serino
2023 J jnl
A survey on XAI and natural language explanations.
Inf. Process. Manag.
Erik Cambria, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
2023 J jnl
ConvXAI: a System for Multimodal Interaction with Any Black-box Explainer.
Cogn. Comput.
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
2023 — conf
KRAKEN: A Novel Semantic-Based Approach for Keyphrases Extraction.
KDIR
Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2023 — conf
Leveraging Group Contrastive Explanations for Handling Fairness.
xAI (3)
Alessandro Castelnovo, Nicole Inverardi, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2023 — conf
Marrying LLMs with Domain Expert Validation for Causal Graph Generation (short paper).
AIABI@AI*IA
Alessandro Castelnovo, Riccardo Crupi, Fabio Mercorio, Mario Mezzanzanica, Daniele Potertì, Daniele Regoli
2023 — conf
Preserving Utility in Fair Top-k Ranking with Intersectional Bias.
BIAS
Nicola Alimonda, Alessandro Castelnovo, Riccardo Crupi, Fabio Mercorio, Mario Mezzanzanica
2022 — conf
A Survey on XAI for Cyber Physical Systems in Medicine.
MetroXRAINE
Nicola Alimonda, Luca Guidotto, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Giovanni Tosi
2022 J jnl
ContrXT: Generating contrastive explanations from any text classifier.
Inf. Fusion
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso
2022 J jnl
Embeddings Evaluation Using a Novel Measure of Semantic Similarity.
Cogn. Comput.
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
2022 J jnl
FFTree: A flexible tree to handle multiple fairness criteria.
Inf. Process. Manag.
Alessandro Castelnovo, Andrea Cosentini, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2022 J jnl
GraphLMI: A data driven system for exploring labor market information through graph databases.
Multim. Tools Appl.
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2022 A* conf
JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract).
AAAI
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2022 A* conf
The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text Classifiers.
IJCAI
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso
2022 J jnl
WETA: Automatic taxonomy alignment via word embeddings.
Comput. Ind.
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2021 A* conf
A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text.
IJCAI
Andrea Seveso, Fabio Mercorio, Mario Mezzanzanica
2021 A* conf
A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract).
AAAI
Navid Nobani, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2021 J jnl
DICO: A Graph-DB Framework for Community Detection on Big Scholarly Data.
IEEE Trans. Emerg. Top. Comput.
Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlí
2021 J jnl
MEET-LM: A method for embeddings evaluation for taxonomic data in the labour market.
Comput. Ind.
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
2021 A* conf
NEO: A System for Identifying New Emerging Occupation from Job Ads.
AAAI
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2021 A* conf
Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch Problem.
IJCAI
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2021 A* conf
Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract).
AAAI
Andrea Seveso, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2021 J jnl
Skills2Job: A recommender system that encodes job offer embeddings on graph databases.
Appl. Soft Comput.
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2021 — conf
TaxoRef: Embeddings Evaluation for AI-driven Taxonomy Refinement.
ECML/PKDD (3)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
2021 — conf
Towards Fairness Through Time.
PKDD/ECML Workshops (1)
Alessandro Castelnovo, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Cosentini
2021 A* conf
Towards an Explainer-agnostic Conversational XAI.
IJCAI
Navid Nobani, Fabio Mercorio, Mario Mezzanzanica
2020 J jnl
Fast and effective Big Data exploration by clustering.
Future Gener. Comput. Syst.
Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Mario Mezzanzanica, Carlo Zaniolo
2020 — conf
MEET: A Method for Embeddings Evaluation for Taxonomic Data.
ICDM (Workshops)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
2020 — conf
NEO: A Tool for Taxonomy Enrichment with New Emerging Occupations.
ISWC (2)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2020 C conf
eXDiL: A Tool for Classifying and eXplaining Hospital Discharge Letters.
CD-MAKE
Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2019 — conf
A Tool for Researchers: Querying Big Scholarly Data Through Graph Databases.
ECML/PKDD (3)
Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
2019 Misc conf
A tool for exploring networks of computer scientists as a graph.
SAC
Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello
2019 — ch.
Big Data Enables Labor Market Intelligence.
Encyclopedia of Big Data Technologies
Mario Mezzanzanica, Fabio Mercorio
2019 — conf
Towards Labour Market Intelligence through Topic Modelling.
HICSS
Francesco Colace, Massimo De Santo, Marco Lombardi, Fabio Mercorio, Mario Mezzanzanica, Francesco Pascale
2018 J jnl
A Social Media Recommender System.
Int. J. Multim. Data Eng. Manag.
Giancarlo Sperlì, Flora Amato, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello
2018 J jnl
Classifying online Job Advertisements through Machine Learning.
Future Gener. Comput. Syst.
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
2018 — conf
GraphDBLP Released: Querying the Computer Scientists Network as a Graph.
SEBD
Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello
2018 J jnl
GraphDBLP: a system for analysing networks of computer scientists through graph databases - GraphDBLP.
Multim. Tools Appl.
Mario Mezzanzanica, Fabio Mercorio, Mirko Cesarini, Vincenzo Moscato, Antonio Picariello
2018 J jnl
Multimedia story creation on social networks.
Future Gener. Comput. Syst.
Flora Amato, Aniello Castiglione, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
2018 J jnl
Skills in demand for ICT and statistical occupations: Evidence from web-based job vacancies.
Stat. Anal. Data Min.
Pietro Giorgio Lovaglio, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
2018 J jnl
WoLMIS: a labor market intelligence system for classifying web job vacancies.
J. Intell. Inf. Syst.
Roberto Boselli, Mirko Cesarini, Stefania Marrara, Fabio Mercorio, Mario Mezzanzanica, Gabriella Pasi, Marco Viviani
2017 C conf
A Pipeline for Multimedia Twitter Analysis through Graph Databases: Preliminary Results.
DATA
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Alessandro Vaccarino
2017 B conf
A language modelling approach for discovering novel labour market occupations from the web.
WI
Stefania Marrara, Gabriella Pasi, Marco Viviani, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Marco Pappagallo
2017 — conf
An AI Planning System for Data Cleaning.
ECML/PKDD (3)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
2017 — conf
Labour Market Intelligence for Supporting Decision Making.
SEBD
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
2017 — conf
Un'Analisi del Mondo del Lavoro e un Modello Predittivo per Potenziali Nuove Occupazioni (An Analysis of the Job Market and a Predictive Model for Potential New Jobs).
IIR
Gabriella Pasi, Mirko Cesarini, Stefania Marrara, Fabio Mercorio, Marco Viviani, Mario Mezzanzanica, Marco Pappagallo
2017 — conf
Using Machine Learning for Labour Market Intelligence.
ECML/PKDD (3)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
2015 J jnl
A Model-Based Approach for Developing Data Cleansing Solutions.
ACM J. Data Inf. Qual.
Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio
2015 J jnl
A model-based evaluation of data quality activities in KDD.
Inf. Process. Manag.
Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio
2015 C conf
Applying the AHP to Smart Mobility Services: A Case Study.
DATA
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
2015 — conf
Challenge: Processing web texts for classifying job offers.
ICSC
Flora Amato, Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Fabio Persia, Antonio Picariello
2015 — conf
Classification of Web Job Advertisements: A Case Study.
SEBD
Flora Amato, Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Fabio Persia, Antonio Picariello
2014 — ch.
A Policy-Based Cleansing and Integration Framework for Labour and Healthcare Data.
Interactive Knowledge Discovery and Data Mining in Biomedical Informatics
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
2014 — conf
Accurate Data Cleansing through Model Checking and Machine Learning Techniques.
DATA (Revised Selected Papers)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
2014 C conf
Are the Methodologies for Producing Linked Open Data Feasible for Public Administrations?.
DATA
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
2014 — conf
Data Quality on KDD: a Real-life Scenario.
SEBD
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
2014 C conf
Improving Data Cleansing Accuracy - A Model-based Approach.
DATA
Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio
2014 J jnl
Longitudinal data consistency verification using formal methods.
Int. J. Inf. Qual.
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
2014 A* conf
Planning meets Data Cleansing.
ICAPS
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
2014 J jnl
Towards data cleansing via planning.
Intelligenza Artificiale
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
2013 — ch.
A Continuous Time Mover-Stayer Model for Labor Market in a Northern Italian Area.
Classification and Data Mining
Fabrizio Cipollini, Camilla Ferretti, Piero Ganugi, Mario Mezzanzanica
2013 C conf
Automatic Synthesis of Data Cleansing Activities.
DATA
Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio
2013 — conf
Inconsistency Knowledge Discovery for Longitudinal Data Management: A Model-Based Approach.
CHI-KDD
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
2012 C conf
Data Quality Sensitivity Analysis on Aggregate Indicators.
DATA
Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio
2012 — conf
Towards the Use of Model Checking for Performing Data Consistency Evaluation and Cleansing.
ICIQ
Mario Mezzanzanica, Mirko Cesarini, Fabio Mercorio, Roberto Boselli
2011 B conf
Data Quality through Model Checking Techniques.
IDA
Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio
2008 — conf
Why is
E-Government, ICT Professionalism and Competences Service Science
Mariagrazia Fugini, Piercarlo Maggiolini, Krysnaia Nanini, Roberto Boselli, Mirko Cesarini, Mario Mezzanzanica
2007 J jnl
Analysis-Sensitive Conversion of Administrative Data into Statistical Information Systems.
J. Cases Inf. Technol.
Mariagrazia Fugini, Mirko Cesarini, Mario Mezzanzanica
2007 — conf
Organizational issues on coopetitive federated information systems.
ICEIS (1)
Mirko Cesarini, Mario Mezzanzanica
2006 — conf
Analysis-Sensitive Conversion of Administrative Data into Statistical Information Systems.
ICEIS (1)
Mirko Cesarini, Mariagrazia Fugini, Mario Mezzanzanica
2006 — conf
Policy Making for Coopetitive Information Systems.
ICIQ
Mario Mezzanzanica, Mirko Cesarini
2003 — conf
Development of a security methodology for cooperative information systems: the cooPSIS project.
ECIS
Mariagrazia Fugini, Mario Mezzanzanica